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Data Analysis : A Model Comparison Approach To Regression, ANOVA, and Beyond, Third Edition by Charles M. Judd, Gary H. McClelland, Carey S. Ryan is a nonfiction available to read on EtoBox.

What is Data Analysis : A Model Comparison Approach To Regression, ANOVA, and Beyond, Third Edition about?

__Data Analysis: A Model Comparison Approach to Regression, ANOVA, and Beyond__ is an integrated treatment of data analysis for the social and behavioral sciences. It covers all of the statistical models normally used in such analyses, such as multiple regression and analysis of variance, but it does so in an integrated manner that relies on the comparison of models of data estimated under the rubric of the general linear model. __Data Analysis__ also describes how the model comparison approach and uniform framework can be applied to models that include product predictors (i.e., interactions and nonlinear effects) and to observations that are nonindependent. Indeed, the analysis of nonindependent observations is treated in some detail, including models of nonindependent data with continuously varying predictors as well as standard repeated measures analysis of variance. This approach also provides an integrated introduction to multilevel or hierarchical linear models and logistic regression. Finally, __Data Analysis__ provides guidance for the treatment of outliers and other problematic aspects of data analysis. It is intended for advanced undergraduate and graduate level courses i

Who reads Data Analysis : A Model Comparison Approach To Regression, ANOVA, and Beyond, Third Edition?

Author

Charles M. Judd, Gary H. McClelland, Carey S. Ryan

Publisher

Routledge, Taylor & Francis Group

Published

2017

Language

EN

ISBN

9781138819825

Category

nonfiction

Subjects

Science, Psychology, Education

Updated

2026-03-24